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Scale applications based on Azure Application Insights metrics.
This specification describes the azure-app-insights
trigger that scales based on an Azure Application Insights metric.
triggers:
- type: azure-app-insights
metadata:
metricAggregationTimespan: "0:1"
metricAggregationType: avg
metricFilter: cloud/roleName eq 'role_name'
metricId: "customMetrics/example-metric"
targetValue: "1.5"
activationTargetValue: "5.5"
activeDirectoryClientIdFromEnv: CLIENT_ID_ENV_NAME # Optional, can use TriggerAuthentication as well
activeDirectoryClientPasswordFromEnv: CLIENT_PASSWORD_ENV_NAME # Optional, can use TriggerAuthentication as well
applicationInsightsIdFromEnv: APP_ID # Optional, can use TriggerAuthentication as well
tenantIdFromEnv: TENANT_ID` # Optional, can use TriggerAuthentication as well
# Optional (Default: AzurePublicCloud)
cloud: Private
# Required when cloud = Private
appInsightsResourceURL: https://api.applicationinsights.airgap.io/
# Required when cloud = Private.
activeDirectoryEndpoint: https://login.airgap.example/
ignoreNullValues: true # Default is `false`. Set to `true` to ignore any errors with data extraction from a successful query. Set to `false` the scaler will return error when null values are discovered
This scaler is backed by the Azure Application Insights REST API. Please see this page for further details.
Parameter list:
tenantId
- Id of the tenant that contains the Azure resource. This is used for authentication.metricId
- The name of the Application Insights metric to query. Use the Azure Command Line Interface to run az monitor app-insights metrics get-metadata
to see a list of available metrics.targetValue
- Target value to trigger scaling actions. (This value can be a float)activationTargetValue
- Target value for activating the scaler. Learn more about activation here.(Default: 0
, Optional, This value can be a float)metricAggregationType
- Aggregation method of the Azure Application Insights metric. The aggregation methods vary from metric to metric. The az monitor app-insights metrics get-metadata
command can be used to determine which methods apply to a given metric. (Some common aggregation methods are avg
, count
, sum
, min
, and max
)metricAggregationInterval
- Collection time of the metric in format "hh:mm"
.applicationInsightsId
- Id of the Application Insights instance to query. This is a GUID that can be retrieved from the Application Insight’s API Access
blade in the Azure Portal.activeDirectoryClientId
- Id of the Active Directory client. The client must have Monitoring Reader
permissions for the Application Insights instance.activeDirectoryClientPassword
- Password of the Active Directory client password.metricFilter
- Further specify the metrics query using a filter. For example cloud/roleName eq 'example
. (Optional)cloud
- Name of the cloud environment that the Azure Application Insights instance belongs to. (Values: AzurePublicCloud
, AzureUSGovernmentCloud
, AzureChinaCloud
, Private
, Default: AzurePublicCloud
, Optional)appInsightsResourceURL
- Application Insights REST API URL of the cloud environment. (Required when cloud
is set to Private
, e.g. https://api.applicationinsights.azure.cn/
for AzureChinaCloud
).activeDirectoryEndpoint
- Active Directory endpoint of the cloud environment. (Required when cloud
is set to Private
, e.g. https://login.chinacloudapi.cn/
for AzureChinaCloud
).ignoreNullValues
- Ignore any errors with data extraction from a successful query (Values: true
,false
, Default: false
, Optional).Some parameters can be provided using environment variables, instead of setting them directly in metadata. Here is a list of parameters you can use to retrieve values from environment variables:
activeDirectoryClientIdFromEnv
- Name of the environment variable that contains the Id of the Active Directory application. (Optional)activeDirectoryClientPasswordFromEnv
- Name of the environment variable that contains the Active Directory client password. (Optional)applicationInsightsIdFromEnv
- Name of the environment variable that contains the Application Insights Id. (Optional)tenantIdFromEnv
- Name of the environment variable that contains the Id of the tenant that contains the Application Insights instance. (Optional)You can use the TriggerAuthentication
CRD to configure the authentication by providing a set of Azure Active Directory credentials or by using pod identity.
Credential based authentication:
activeDirectoryClientId
- Id of the Active Directory application which requires at least Monitoring Reader
permissions.activeDirectoryClientPassword
- Password of the Active Directory application.applicationInsightsId
- Id of the Application Insights instance to query.tenantId
- Id of the tenant that contains the Azure resource.The principal will need Monitoring Reader
access to query metrics from the Application Insights instance.
Pod identity based authentication:
Azure AD Workload Identity provider can be used in place of credential based authentication. The following section contains an example of a TriggerAuthentication
using pod identity.
The following example illustrates the use of a TriggerAuthentication to connect to Application Insights.
apiVersion: v1
kind: Secret
metadata:
name: azure-app-insights-secrets
data:
activeDirectoryClientId: <clientId>
activeDirectoryClientPassword: <clientPassword>
applicationInsightsId: <appInsightsAppId>
tenantId: <tenantId>
---
apiVersion: keda.sh/v1alpha1
kind: TriggerAuthentication
metadata:
name: azure-app-insights-trigger-auth
spec:
secretTargetRef:
- parameter: activeDirectoryClientId
name: azure-app-insights-secrets
key: activeDirectoryClientId
- parameter: activeDirectoryClientPassword
name: azure-app-insights-secrets
key: activeDirectoryClientPassword
- parameter: applicationInsightsId
name: azure-app-insights-secrets
key: applicationInsightsId
- parameter: tenantId
name: azure-app-insights-secrets
key: tenantId
# or Pod Identity, kind: Secret is not required in case of pod Identity
podIdentity:
provider: azure-workload
---
apiVersion: keda.sh/v1alpha1
kind: ScaledObject
metadata:
name: azure-app-insights-scaler
spec:
scaleTargetRef:
name: azure-app-insights-example
minReplicaCount: 1
maxReplicaCount: 10
triggers:
- type: azure-app-insights
metadata:
metricId: "customMetrics/example-metric"
metricAggregationTimespan: "0:5"
metricAggregationType: avg
metricFilter: cloud/roleName eq 'example'
targetValue: "1"
authenticationRef:
name: azure-app-insights-trigger-auth
The following example illustrates the use of environment variables to connect to Application Insights.
apiVersion: v1
kind: Secret
metadata:
name: azure-app-insights-secrets
type: Opaque
data:
activeDirectoryClientId: <clientId>
activeDirectoryClientPassword: <clientPassword>
applicationInsightsId: <appInsightsAppId>
tenantId: <tenantId>
---
apiVersion: apps/v1
kind: Deployment
metadata:
name: azure-app-insights-example
spec:
replicas: 0
selector:
matchLabels:
app: azure-app-insights-example
template:
metadata:
labels:
app: azure-app-insights-example
spec:
containers:
- name: example
image: nginx:1.16.1
env:
- name: ACTIVE_DIRECTORY_ID
valueFrom:
secretKeyRef:
name: azure-app-insights-secrets
key: activeDirectoryClientId
- name: ACTIVE_DIRECTORY_PASSWORD
valueFrom:
secretKeyRef:
name: azure-app-insights-secrets
key: activeDirectoryClientPassword
- name: APP_INSIGHTS_APP_ID
valueFrom:
secretKeyRef:
name: azure-app-insights-secrets
key: applicationInsightsId
- name: TENANT_ID
valueFrom:
secretKeyRef:
name: azure-app-insights-secrets
key: tenantId
---
apiVersion: keda.sh/v1alpha1
kind: ScaledObject
metadata:
name: azure-app-insights-scaler
spec:
scaleTargetRef:
name: azure-app-insights-example
pollingInterval: 5
cooldownPeriod: 5
minReplicaCount: 0
maxReplicaCount: 2
triggers:
- type: azure-app-insights
metadata:
metricId: "customMetrics/example-metric"
metricAggregationTimespan: "0:5"
metricAggregationType: avg
metricFilter: cloud/roleName eq 'example'
targetValue: "1"
activeDirectoryClientIdFromEnv: ACTIVE_DIRECTORY_ID
activeDirectoryClientPasswordFromEnv: ACTIVE_DIRECTORY_PASSWORD
applicationInsightsIdFromEnv: APP_INSIGHTS_APP_ID
tenantIdFromEnv: TENANT_ID